1. Crawl Summary

pass

Fetched 4 of 4 pages successfully

Target: https://edumag-ng-csri.vercel.app

Evidence

{
  "pages": [
    {
      "url": "https://edumag-ng-csri.vercel.app",
      "bytes": 95737,
      "status": 200,
      "fetchMs": 1525
    },
    {
      "url": "https://edumag-ng-csri.vercel.app/",
      "bytes": 95737,
      "status": 200,
      "fetchMs": 66
    },
    {
      "url": "https://edumag-ng-csri.vercel.app/login",
      "bytes": 25497,
      "status": 200,
      "fetchMs": 373
    },
    {
      "url": "https://edumag-ng-csri.vercel.app/signup",
      "bytes": 23326,
      "status": 200,
      "fetchMs": 328
    }
  ],
  "origin": "https://edumag-ng-csri.vercel.app",
  "target": "https://edumag-ng-csri.vercel.app"
}

P5

2. Data Found

Data Point	Found?	Source	Notes
Pricing	Yes	Navigation links	—
Customer logos	Yes	Homepage	trusted by
Social proof	Yes	Homepage	trusted by
Recent launches	No	—	—
Blog post activity	No	—	—
New hires	No	—	Often only on a /blog/team or LinkedIn page
Headline copy	Yes	Homepage	The Modern School Management System for Nigerian Schools
Positioning	Yes	Homepage	built for
Executive team	No	—	—
Product/service descriptions	Yes	Homepage	From meta description
Case studies or testimonials	No	—	—
Contact/demo/signup paths	Yes	Navigation links	—

3. Homepage Audit

warn
Page load time: 1.52s
Acceptable — consider optimizing for faster crawl times.
Evidence
```
{
  "fetchMs": 1525
}
```
P3
warn
Short `<title>` (29 chars)
Aim for 30–60 chars. Lead with brand or product, then value prop.
Evidence
```
{
  "title": "EduMag NG — School Management"
}
```
P3
warn
Missing canonical link
Add `<link rel="canonical" href="https://your-domain">` to prevent dup-content confusion.
P3
fail
Open Graph: missing title, description, image
P3
warn
No Twitter Card tags
Add twitter:card, twitter:title, twitter:description, twitter:image for richer previews in social and AI agent surfaces.
P3
warn
Content volume: 292 words
Thin content. Aim for 300+ words on the homepage so AI models can extract a useful description.
Evidence
```
{
  "wordCount": 292
}
```
P3
pass
Homepage fetched successfully
HTTP 200 · 95737 bytes · 1525ms
Evidence
```
{
  "bytes": 95737,
  "status": 200,
  "fetchMs": 1525
}
```
P5
pass
<html lang="en"> declared
Evidence
```
{
  "lang": "en"
}
```
P5
pass
Single H1
The Modern School Management System for Nigerian Schools
Evidence
```
{
  "h1": "The Modern School Management System for Nigerian Schools"
}
```
P5

pass

Meta description present (65 chars)

Evidence

{
  "description": "Enterprise school management platform built for Nigerian schools."
}

P5

pass
Critical content is server-rendered
Raw and rendered text are within 4% of each other.
Evidence
```
{
  "ratio": 0.03969801096940461,
  "rawTextLen": 60532,
  "renderedTextLen": 2403
}
```
P5
pass
Heading structure: 14 (h1:1, h2:4, h3:9)
Multiple headings help AI chunk and outline your page.
Evidence
```
{
  "h1": 1,
  "h2": 4,
  "h3": 9
}
```
P5
pass
Internal links: 9
9 internal + 0 external links help crawlers navigate.
Evidence
```
{
  "external": 0,
  "internal": 9
}
```
P5
pass
Favicon declared
Evidence
```
{
  "href": "/favicon.ico"
}
```
P5

4. Content Quality

fail
Text-to-HTML ratio: 2.4%
Very low text density. AI crawlers will struggle to find substantive content.
Evidence
```
{
  "ratio": 0.024218741837406358,
  "htmlBytes": 95711,
  "textChars": 2318
}
```
P2
warn
No date signal found
Add <time datetime="…"> or article:published_time meta. AI ranking weights freshness.
P3
warn
No author byline found
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Strengthens E-E-A-T signals.
P4

pass

Heading levels are well-ordered

14 headings nested in order.

Evidence

{
  "levels": [
    1,
    2,
    3,
    3,
    3,
    3,
    3,
    3,
    2,
    3,
    3,
    3,
    2,
    2
  ]
}

P5

pass
Snippet-ready blocks: 3 (ul:3, ol:0, table:0)
Lists and tables are extracted verbatim by AI answer engines.
Evidence
```
{
  "ol": 0,
  "ul": 3,
  "tables": 0
}
```
P5
pass
1 question-style heading(s)
Questions in headings map cleanly to user queries. Pair with FAQPage JSON-LD for max lift.
Evidence
```
{
  "samples": [
    "Ready to modernize your school?"
  ]
}
```
P5

5. Schema / Structured Data Audit

fail
No JSON-LD structured data found
Add JSON-LD blocks (Organization, SoftwareApplication, FAQPage, BreadcrumbList) so AI answer engines can ingest your data without guessing.
P1

6. Links & Images

pass
No broken links in first 3
HEAD-probed the first 20 unique homepage links — all 2xx/3xx.
Evidence
```
{
  "broken": 0,
  "sampled": 3,
  "examples": []
}
```
P5

7. Performance

fail
Response time: 1525ms
Slow response. Check CDN/cache headers and origin latency.
Evidence
```
{
  "bytes": 95737,
  "fetchMs": 1525
}
```
P2
warn
1 render-blocking script(s) in <head>
Move non-critical scripts to end of <body> or add `defer`/`async`.
P3
warn
Inline JS+CSS bulk: 57 KB
Move large inline scripts/styles to external files to enable caching.
Evidence
```
{
  "inlineJsBytes": 58186,
  "inlineCssBytes": 0
}
```
P3
pass
Page size: 93 KB
Compact HTML payload — well within AI crawler limits.
Evidence
```
{
  "bytes": 95737
}
```
P5

pass

Resource requests: 11 (scripts:10, css:1, img:0)

Reasonable request count.

Evidence

{
  "imgs": 0,
  "styles": 1,
  "scripts": 10,
  "inlineStyles": 0,
  "inlineScripts": 27
}

P5

pass
Cache-Control set (CDN: Vercel)
Cache-Control: public, max-age=0, must-revalidate CDN detected: Vercel
Evidence
```
{
  "cdn": [
    "Vercel"
  ],
  "cacheControl": "public, max-age=0, must-revalidate"
}
```
P5

8. Security

warn
Content-Security-Policy missing
Define a CSP to limit script sources — large reduction in XSS surface.
P3
warn
X-Frame-Options missing
Add `X-Frame-Options: SAMEORIGIN` (or use CSP frame-ancestors) to prevent clickjacking.
P4
warn
X-Content-Type-Options missing
Add `X-Content-Type-Options: nosniff` to block MIME-type sniffing.
P4
warn
Referrer-Policy missing
Add `Referrer-Policy: strict-origin-when-cross-origin` for safer referrers.
P4
warn
Permissions-Policy missing
Restrict browser features (camera, mic, geolocation) you don't use.
P4

pass

Served over HTTPS

Evidence

{
  "finalUrl": "https://edumag-ng-csri.vercel.app/"
}

P5

pass
No mixed content detected
P5
pass
HSTS set
max-age=63072000; includeSubDomains; preload
Evidence
```
{
  "value": "max-age=63072000; includeSubDomains; preload"
}
```
P5

9. robots.txt and sitemap.xml Audit

fail
sitemap.xml not found
Add /sitemap.xml — required for reliable AI/SERP discovery.
P1
warn
robots.txt not found
No /robots.txt was reachable. Add one explicitly — silence is read differently by different crawlers, and you lose the chance to control AI bots.
P2

10. LLM / AI Crawler Accessibility

warn
llms.txt missing
Add /llms.txt — a concise, link-rich summary that helps LLMs orient on your site.
P2
warn
skill.md missing
Add /skill.md describing what your site lets agents do — speeds up agent task routing.
P3
warn
/.well-known/security.txt missing
Publish a /.well-known/security.txt with at least a Contact: line. Crawlers and security researchers expect it; AI systems use it as a trust signal.
P3

11. Positioning Clarity

warn
No clear About/Team link
Add an About or Team link in the nav or footer so LLMs can identify the company.
P2
pass
H1 communicates value
The Modern School Management System for Nigerian Schools
P5
pass
Value-prop language detected
P5
pass
Pricing path discoverable
P5
pass
Contact / signup path discoverable
P5

12. Missing or Hard-to-Find Information

warn
5 data point(s) could not be found from public pages
· Recent launches · Blog post activity · New hires · Executive team · Case studies or testimonials
Evidence
```
{
  "missing": [
    "Recent launches",
    "Blog post activity",
    "New hires",
    "Executive team",
    "Case studies or testimonials"
  ]
}
```
P3

13. Recommended Fixes

warn
Publish a sitemap.xml
Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
Evidence
```
{
  "for": "sitemap.exists"
}
```
P1
warn
Add JSON-LD structured data
Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
Evidence
```
{
  "for": "schema.any"
}
```
P1
warn
Raise your text-to-HTML ratio
Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
Evidence
```
{
  "for": "content.text_ratio"
}
```
P2
warn
Add /llms.txt
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
Evidence
```
{
  "for": "llms_txt"
}
```
P2
warn
Reduce response time
Push static HTML to a CDN edge cache. If you must server-render per-request, profile DB/template work and add `Cache-Control: s-maxage=…`.
Evidence
```
{
  "for": "perf.response_time"
}
```
P2
warn
Make your About/Team page reachable
Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
Evidence
```
{
  "for": "positioning.who"
}
```
P2
warn
Create a robots.txt
Even a minimal robots.txt is better than none. Always reference your Sitemap and explicitly address AI bots.
Evidence
```
{
  "for": "robots.exists"
}
```
P2
warn
Publish a date signal
Add `<time datetime="2026-05-17">` or `<meta property="article:published_time">`. AI ranking heavily weights freshness.
Evidence
```
{
  "for": "content.date_signal"
}
```
P3
warn
Speed up homepage rendering
AI crawlers commonly time out around 3s. Cache the HTML, ship less JS for the first paint, and pre-render the hero section server-side.
Evidence
```
{
  "for": "homepage.load_time"
}
```
P3
warn
Set a meaningful `<title>`
30–60 chars. Lead with the brand or product, then the value prop. ```html <title>CrawlProof — AEO audits for AI crawlers</title> ```
Evidence
```
{
  "for": "homepage.title"
}
```
P3
warn
Add a canonical link
Prevents dup-content drift and tells AI crawlers which URL is authoritative. ```html <link rel="canonical" href="https://yoursite.com/" /> ```
Evidence
```
{
  "for": "homepage.canonical"
}
```
P3
warn
Complete Open Graph tags
AI bots use OG for fast disambiguation. Add all four: ```html <meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" /> ```
Evidence
```
{
  "for": "homepage.og"
}
```
P3
warn
Add Twitter Card meta tags
Used by social platforms and AI agents for richer previews. ```html <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" /> ```
Evidence
```
{
  "for": "homepage.twitter"
}
```
P3
warn
Add more substantive homepage content
AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
Evidence
```
{
  "for": "homepage.word_count"
}
```
P3
warn
Add /skill.md
Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
Evidence
```
{
  "for": "skill_md"
}
```
P3
warn
Publish /.well-known/security.txt
A security contact builds trust with crawlers and researchers. Minimal example: ``` Contact: mailto:security@yourdomain.com Expires: 2027-01-01T00:00:00.000Z Preferred-Languages: en ```
Evidence
```
{
  "for": "security_txt"
}
```
P3
warn
Eliminate render-blocking head scripts
Add `defer` or `async` to any `<script src="…">` in `<head>`, or move it to the end of `<body>`.
Evidence
```
{
  "for": "perf.render_blocking"
}
```
P3
warn
Externalize large inline JS/CSS
Inline blobs aren't cacheable. Move >50 KB inline payloads to versioned external files.
Evidence
```
{
  "for": "perf.inline_bulk"
}
```
P3
warn
Define a Content-Security-Policy
Start with `Content-Security-Policy-Report-Only` to learn safe sources, then enforce. Cuts XSS blast radius.
Evidence
```
{
  "for": "security.csp"
}
```
P3
warn
Declare an author byline
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Combine with Person JSON-LD for E-E-A-T.
Evidence
```
{
  "for": "content.author"
}
```
P4
warn
Add X-Frame-Options
`X-Frame-Options: SAMEORIGIN` (or CSP `frame-ancestors`) blocks clickjacking via iframe embeds.
Evidence
```
{
  "for": "security.xfo"
}
```
P4
warn
Add X-Content-Type-Options
`X-Content-Type-Options: nosniff` prevents browsers from MIME-sniffing responses.
Evidence
```
{
  "for": "security.xcto"
}
```
P4
warn
Set a Referrer-Policy
`Referrer-Policy: strict-origin-when-cross-origin` is a safe default.
Evidence
```
{
  "for": "security.referrer"
}
```
P4
warn
Set a Permissions-Policy
Restrict browser features you don't use, e.g. `Permissions-Policy: camera=(), microphone=(), geolocation=()`.
Evidence
```
{
  "for": "security.permissions"
}
```
P4

14. Priority To-Do List

warn
[ ] Publish a sitemap.xml
Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Add JSON-LD structured data
Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
Evidence
```
{
  "priority": 1
}
```
P1
warn
[ ] Raise your text-to-HTML ratio
Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Add /llms.txt
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Reduce response time
Push static HTML to a CDN edge cache. If you must server-render per-request, profile DB/template work and add `Cache-Control: s-maxage=…`.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Make your About/Team page reachable
Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Create a robots.txt
Even a minimal robots.txt is better than none. Always reference your Sitemap and explicitly address AI bots.
Evidence
```
{
  "priority": 2
}
```
P2
warn
[ ] Publish a date signal
Add `<time datetime="2026-05-17">` or `<meta property="article:published_time">`. AI ranking heavily weights freshness.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Speed up homepage rendering
AI crawlers commonly time out around 3s. Cache the HTML, ship less JS for the first paint, and pre-render the hero section server-side.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Set a meaningful `<title>`
30–60 chars. Lead with the brand or product, then the value prop. ```html <title>CrawlProof — AEO audits for AI crawlers</title> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add a canonical link
Prevents dup-content drift and tells AI crawlers which URL is authoritative. ```html <link rel="canonical" href="https://yoursite.com/" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Complete Open Graph tags
AI bots use OG for fast disambiguation. Add all four: ```html <meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add Twitter Card meta tags
Used by social platforms and AI agents for richer previews. ```html <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" /> ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add more substantive homepage content
AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Add /skill.md
Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Publish /.well-known/security.txt
A security contact builds trust with crawlers and researchers. Minimal example: ``` Contact: mailto:security@yourdomain.com Expires: 2027-01-01T00:00:00.000Z Preferred-Languages: en ```
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Eliminate render-blocking head scripts
Add `defer` or `async` to any `<script src="…">` in `<head>`, or move it to the end of `<body>`.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Externalize large inline JS/CSS
Inline blobs aren't cacheable. Move >50 KB inline payloads to versioned external files.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Define a Content-Security-Policy
Start with `Content-Security-Policy-Report-Only` to learn safe sources, then enforce. Cuts XSS blast radius.
Evidence
```
{
  "priority": 3
}
```
P3
warn
[ ] Declare an author byline
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Combine with Person JSON-LD for E-E-A-T.
Evidence
```
{
  "priority": 4
}
```
P4

AEO Audit for edumag-ng-csri.vercel.app

1. Crawl Summary

2. Data Found

3. Homepage Audit

4. Content Quality

5. Schema / Structured Data Audit

6. Links & Images

7. Performance

8. Security

9. robots.txt and sitemap.xml Audit

10. LLM / AI Crawler Accessibility

11. Positioning Clarity

12. Missing or Hard-to-Find Information

13. Recommended Fixes

14. Priority To-Do List

https://edumag-ng-csri.vercel.app/

1. Crawl Summary

2. Data Found

3. Homepage Audit

4. Content Quality

5. Schema / Structured Data Audit

6. Links & Images

7. Performance

8. Security

9. robots.txt and sitemap.xml Audit

10. LLM / AI Crawler Accessibility

11. Positioning Clarity

12. Missing or Hard-to-Find Information

13. Recommended Fixes

14. Priority To-Do List

Track this site week over week

Your charts, not these.